16
2700:Medicine(比率: 54.1 %)
| DOI | タイトル | 著者 | ジャーナル | 発行年 | 科研費成果論文 |
|---|---|---|---|---|---|
| 10.1001/jamadermatol.2018.4378 | Expert-Level Diagnosis Of Nonpigmented Skin Cancer By Combined Convolutional Neural Networks | Tschandl, Philipp; Rosendahl, Cliff; Akay, Bengu Nisa; Argenziano, Giuseppe; Blum, Andreas; Braun, Ralph P.; Cabo, Horacio; Gourhant, Jean-Yves; Kreusch, Jurgen; Lallas, Aimilios; Lapins, Jan; Marghoob, Ashfaq; Menzies, Scott; Neuber, Nina Maria; Paoli, John; Rabinovitz, Harold S.; Rinner, Christoph; Scope, Alon; Soyer, H. Peter; Sinz, Christoph; Thomas, Luc; Zalaudek, Iris; Kittler, Harald | Jama Dermatology | 2019 | NA |
| 10.1001/jamadermatol.2019.1735 | Association Between Surgical Skin Markings In Dermoscopic Images And Diagnostic Performance Of A Deep Learning Convolutional Neural Network For Melanoma Recognition | Winkler, Julia K.; Fink, Christine; Toberer, Ferdinand; Enk, Alexander; Deinlein, Teresa; Hofmann-Wellenhof, Rainer; Thomas, Luc; Lallas, Aimilios; Blum, Andreas; Stolz, Wilhelm; Haenssle, Holger A. | Jama Dermatology | 2019 | NA |
| 10.1016/j.ejca.2019.02.005 | A Convolutional Neural Network Trained With Dermoscopic Images Performed On Par With 145 Dermatologists In A Clinical Melanoma Image Classification Task | Brinker, Titus J., 0000-0002-3620-5919; Hekler, Achim; Enk, Alexander H.; Klode, Joachim; Hauschild, Axel; Berking, Carola; Schilling, Bastian, 0000-0001-8859-4103; Haferkamp, Sebastian; Schadendorf, Dirk, 0000-0003-3524-7858; Frohling, Stefan; Utikal, Jochen S.; Von Kalle, Christof; Ludwig-Peitsch, Wiebke; Sirokay, Judith; Heinzerling, Lucie; Albrecht, Magarete; Baratella, Katharina; Bischof, Lena; Chorti, Eleftheria; Dith, Anna; Drusio, Christina; Giese, Nina; Gratsias, Emmanouil; Griewank, Klaus; Hallasch, Sandra; Hanhart, Zdenka; Herz, Saskia; Hohaus, Katja; Jansen, Philipp; Jockenhofer, Finja; Kanaki, Theodora; Knispel, Sarah; Leonhard, Katja; Martaki, Anna; Matei, Liliana; Matull, Johanna; Olischewski, Alexandra; Petri, Maximilian; Placke, Jan-Malte; Raub, Simon; Salva, Katrin; Schlott, Swantje; Sody, Elsa; Steingrube, Nadine; Stoffels, Ingo; Ugurel, Selma; Sondermann, Wiebke; Zaremba, Anne; Gebhardt, Christoffer; Booken, Nina; Christolouka, Maria; Buder-Bakhaya, Kristina; Bokor-Billmann, Therezia; Enk, Alexander; Gholam, Patrick; Hansle, Holger; Salzmann, Martin; Schafer, Sarah; Schakel, Knut; Schank, Timo; Bohne, Ann-Sophie; Deffaa, Sophia; Drerup, Katharina; Egberts, Friederike; Erkens, Anna-Sophie; Ewald, Benjamin; Falkvoll, Sandra; Gerdes, Sascha; Harde, Viola; Hauschild, Axel; Jost, Marion; Kosova, Katja; Messinger, Laetitia; Metzner, Malte; Morrison, Kirsten; Motamedi, Rogina; Pinczker, Anja; Rosenthal, Anne; Scheller, Natalie; Schwarz, Thomas; Stolzl, Dora; Thielking, Federieke; Tomaschewski, Elena; Wehkamp, Ulrike; Weichenthal, Michael; Wiedow, Oliver; Bar, Claudia Maria; Bender-Sabelkampf, Sophia; Horbrugger, Marc; Karoglan, Ante; Kraas, Luise; Faulhaber, Jorg; Geraud, Cyrill; Guo, Ze; Koch, Philipp; Linke, Miriam; Maurier, Nolwenn; Muller, Verena; Thomas, Benjamin; Utikal, Jochen Sven; Alamri, Ali Saeed M.; Baczako, Andrea; Berking, Carola; Betke, Matthias; Haas, Carolin; Hartmann, Daniela; Heppt, Markus V.; Kilian, Katharina; Krammer, Sebastian; Lapczynski, Natalie Lidia; Mastnik, Sebastian; Nasifoglu, Suzan; Ruini, Cristel; Sattler, Elke; Schlaak, Max; Wolff, Hans; Achatz, Birgit; Bergbreiter, Astrid; Drexler, Konstantin; Ettinger, Monika; Haferkamp, Sebastian; Halupczok, Anna; Hegemann, Marie; Dinauer, Verena; Maagk, Maria; Mickler, Marion; Philipp, Biance; Wilm, Anna; Wittmann, Constanze; Gesierich, Anja; Glutsch, Valerie; Kahlert, Katrin; Kerstan, Andreas; Schilling, Bastian; Schrufer, Philipp | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.04.001 | Deep Learning Outperformed 136 Of 157 Dermatologists In A Head-To-Head Dermoscopic Melanoma Image Classification Task | Brinker, Titus J., 0000-0002-3620-5919; Hekler, Achim; Enk, Alexander H.; Klode, Joachim; Hauschild, Axel; Berking, Carola; Schilling, Bastian, 0000-0001-8859-4103; Haferkamp, Sebastian; Schadendorf, Dirk, 0000-0003-3524-7858; Holland-Letz, Tim; Utikal, Jochen S.; Von Kalle, Christof; Ludwig-Peitsch, Wiebke; Sirokay, Judith; Heinzerling, Lucie; Albrecht, Magarete; Baratella, Katharina; Bischof, Lena; Chorti, Eleftheria; Dith, Anna; Drusio, Christina; Giese, Nina; Gratsias, Emmanouil; Griewank, Klaus; Hallasch, Sandra; Hanhart, Zdenka; Herz, Saskia; Hohaus, Katja; Jansen, Philipp; Jockenhofer, Finja; Kanaki, Theodora; Knispel, Sarah; Leonhard, Katja; Martaki, Anna; Matei, Liliana; Matull, Johanna; Olischewski, Alexandra; Petri, Maximilian; Placke, Jan-Malte; Raub, Simon; Salva, Katrin; Schlott, Swantje; Sody, Elsa; Steingrube, Nadine; Stoffels, Ingo; Ugurel, Selma; Zaremba, Anne; Gebhardt, Christoffer; Booken, Nina; Christolouka, Maria; Buder-Bakhaya, Kristina; Bokor-Billmann, Therezia; Enk, Alexander; Gholam, Patrick; Hansle, Holger; Salzmann, Martin; Schafer, Sarah; Schakel, Knut; Schank, Timo; Bohne, Ann-Sophie; Deffaa, Sophia; Drerup, Katharina; Egberts, Friederike; Erkens, Anna-Sophie; Ewald, Benjamin; Falkvoll, Sandra; Gerdes, Sascha; Harde, Viola; Hauschild, Axel; Jost, Marion; Kosova, Katja; Messinger, Laetitia; Metzner, Malte; Morrison, Kirsten; Motamedi, Rogina; Pinczker, Anja; Rosenthal, Anne; Scheller, Natalie; Schwarz, Thomas; Stolzl, Dora; Thielking, Federieke; Tomaschewski, Elena; Wehkamp, Ulrike; Weichenthal, Michael; Wiedow, Oliver; Bar, Claudia Maria; Bender-Sabelkampf, Sophia; Horbrugger, Marc; Karoglan, Ante; Kraas, Luise; Faulhaber, Jorg; Geraud, Cyrill; Guo, Ze; Koch, Philipp; Linke, Miriam; Maurier, Nolwenn; Muller, Verena; Thomas, Benjamin; Utikal, Jochen Sven; Alamri, Ali Saeed M.; Baczako, Andrea; Berking, Carola; Betke, Matthias; Haas, Carolin; Hartmann, Daniela; Heppt, Markus V.; Kilian, Katharina; Krammer, Sebastian; Lapczynski, Natalie Lidia; Mastnik, Sebastian; Nasifoglu, Suzan; Ruini, Cristel; Sattler, Elke; Schlaak, Max; Wolff, Hans; Achatz, Birgit; Bergbreiter, Astrid; Drexler, Konstantin; Ettinger, Monika; Haferkamp, Sebastian; Halupczok, Anna; Hegemann, Marie; Dinauer, Verena; Maagk, Maria; Mickler, Marion; Philipp, Biance; Wilm, Anna; Wittmann, Constanze; Gesierich, Anja; Glutsch, Valerie; Kahlert, Katrin; Kerstan, Andreas; Schilling, Bastian; Schrufer, Philipp | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.04.021 | Pathologist-Level Classification Of Histopathological Melanoma Images With Deep Neural Networks | Hekler, Achim; Utikal, Jochen Sven; Enk, Alexander H.; Berking, Carola; Klode, Joachim; Schadendorf, Dirk, 0000-0003-3524-7858; Jansen, Philipp; Franklin, Cindy; Holland-Letz, Tim; Krahl, Dieter; Von Kalle, Christof; Frohling, Stefan; Brinker, Titus Josef | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.05.023 | Deep Neural Networks Are Superior To Dermatologists In Melanoma Image Classification | Brinker, Titus J.; Hekler, Achim; Enk, Alexander H.; Berking, Carola; Haferkamp, Sebastian; Hauschild, Axel; Weichenthal, Michael; Klode, Joachim; Schadendorf, Dirk, 0000-0003-3524-7858; Holland-Letz, Tim; Von Kalle, Christof; Frohling, Stefan; Schilling, Bastian, 0000-0001-8859-4103; Utikal, Jochen S. | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.06.012 | Deep Learning Outperformed 11 Pathologists In The Classification Of Histopathological Melanoma Images | Hekler, Achim; Utikal, Jochen S.; Enk, Alexander H.; Solass, Wiebke; Schmitt, Max; Klode, Joachim; Schadendorf, Dirk, 0000-0003-3524-7858; Sondermann, Wiebke; Franklin, Cindy; Bestvater, Felix; Flaig, Michael J.; Krahl, Dieter; Von Kalle, Christof; Frohling, Stefan; Brinker, Titus J. | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.06.013 | Systematic Outperformance Of 112 Dermatologists In Multiclass Skin Cancer Image Classification By Convolutional Neural Networks | Maron, Roman C.; Weichenthal, Michael; Utikal, Jochen S.; Hekler, Achim; Berking, Carola; Hauschild, Axel; Enk, Alexander H.; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk, 0000-0003-3524-7858; Jansen, Philipp; Holland-Letz, Tim; Schilling, Bastian, 0000-0001-8859-4103; Von Kalle, Christof; Frohling, Stefan; Gaiser, Maria R.; Hartmann, Daniela; Gesierich, Anja; Kahler, Katharina C.; Wehkamp, Ulrike, 0000-0002-7398-4261; Karoglan, Ante; Bar, Claudia; Brinker, Titus J., 0000-0002-3620-5919; Schmitt, Laurenz; Peitsch, Wiebke K.; Hoffmann, Friederike; Becker, Jurgen C.; Drusio, Christina; Jansen, Philipp; Klode, Joachim; Lodde, Georg; Sammet, Stefanie; Schadendorf, Dirk; Sondermann, Wiebke; Ugurel, Selma; Zader, Jeannine; Enk, Alexander; Salzmann, Martin; Schafer, Sarah; Schakel, Knut; Winkler, Julia; Wolbing, Priscilla; Asper, Hiba; Bohne, Ann-Sophie; Brown, Victoria; Burba, Bianca; Deffaa, Sophia; Dietrich, Cecilia; Dietrich, Matthias; Drerup, Katharina Antonia; Egberts, Friederike; Erkens, Anna-Sophie; Greven, Salim; Harde, Viola; Jost, Marion; Kaeding, Merit; Kosova, Katharina; Lischner, Stephan; Maagk, Maria; Messinger, Anna Laetitia; Metzner, Malte; Motamedi, Rogina; Rosenthal, Ann-Christine; Seidl, Ulrich; Stemmermann, Jana; Torz, Kaspar; Velez, Juliana Giraldo; Haiduk, Jennifer; Alter, Mareike; Bar, Claudia; Bergenthal, Paul; Gerlach, Anne; Holtorf, Christian; Karoglan, Ante; Kindermann, Sophie; Kraas, Luise; Felcht, Moritz; Gaiser, Maria R.; Klemke, Claus-Detlev; Kurzen, Hjalmar; Leibing, Thomas; Muller, Verena; Reinhard, Raphael R.; Utikal, Jochen; Winter, Franziska; Berking, Carola; Eicher, Laurie; Hartmann, Daniela; Heppt, Markus; Kilian, Katharina; Krammer, Sebastian; Lill, Diana; Niesert, Anne-Charlotte; Oppel, Eva; Sattler, Elke; Senner, Sonja; Wallmichrath, Jens; Wolff, Hans; Giner, Tina; Glutsch, Valerie; Kerstan, Andreas; Presser, Dagmar; Schrufer, Philipp; Schummer, Patrick; Stolze, Ina; Weber, Judith; Drexler, Konstantin; Haferkamp, Sebastian; Mickler, Marion; Stauner, Camila Toledo; Thiem, Alexander | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.ejca.2019.07.019 | Superior Skin Cancer Classification By The Combination Of Human And Artificial Intelligence | Hekler, Achim; Utikal, Jochen S.; Enk, Alexander H.; Hauschild, Axel; Weichenthal, Michael; Maron, Roman C.; Berking, Carola; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk, 0000-0003-3524-7858; Schilling, Bastian, 0000-0001-8859-4103; Holland-Letz, Tim; Izar, Benjamin; Von Kalle, Christof; Frohling, Stefan; Brinker, Titus J.; Schmitt, Laurenz; Peitsch, Wiebke K.; Hoffmann, Friederike; Becker, Jurgen C.; Drusio, Christina; Jansen, Philipp; Klode, Joachim; Lodde, Georg; Sammet, Stefanie; Schadendorf, Dirk; Sondermann, Wiebke; Ugurel, Selma; Zader, Jeannine; Enk, Alexander; Salzmann, Martin; Schafer, Sarah; Schakel, Knut; Winkler, Julia; Wolbing, Priscilla; Asper, Hiba; Bohne, Ann-Sophie; Brown, Victoria; Burba, Bianca; Deffaa, Sophia; Dietrich, Cecilia; Dietrich, Matthias; Drerup, Katharina Antonia; Egberts, Friederike; Erkens, Anna-Sophie; Greven, Salim; Harde, Viola; Jost, Marion; Kaeding, Merit; Kosova, Katharina; Lischner, Stephan; Maagk, Maria; Messinger, Anna Laetitia; Metzner, Malte; Motamedi, Rogina; Rosenthal, Ann-Christine; Seidl, Ulrich; Stemmermann, Jana; Torz, Kaspar; Velez, Juliana Giraldo; Haiduk, Jennifer; Alter, Mareike; Bar, Claudia; Bergenthal, Paul; Gerlach, Anne; Holtorf, Christian; Karoglan, Ante; Kindermann, Sophie; Kraas, Luise; Felcht, Moritz; Gaiser, Maria R.; Klemke, Claus-Detlev; Kurzen, Hjalmar; Leibing, Thomas; Muller, Verena; Reinhard, Raphael R.; Utikal, Jochen; Winter, Franziska; Berking, Carola; Eicher, Laurie; Hartmann, Daniela; Heppt, Markus; Kilian, Katharina; Krammer, Sebastian; Lill, Diana; Niesert, Anne-Charlotte; Oppel, Eva; Sattler, Elke; Senner, Sonja; Wallmichrath, Jens; Wolff, Hans; Gesierich, Anja; Giner, Tina; Glutsch, Valerie; Kerstan, Andreas; Presser, Dagmar; Schrufer, Philipp; Schummer, Patrick; Stolze, Ina; Weber, Judith; Drexler, Konstantin; Haferkamp, Sebastian; Mickler, Marion; Stauner, Camila Toledo; Thiem, Alexander | European Journal Of Cancer | 2019 | NA |
| 10.1016/j.jid.2018.01.028 | Classification Of The Clinical Images For Benign And Malignant Cutaneous Tumors Using A Deep Learning Algorithm | Han, Seung Seog, 0000-0002-0500-3628; Kim, Myoung Shin; Lim, Woohyung; Park, Gyeong Hun; Park, Ilwoo; Chang, Sung Eun, 0000-0003-4225-0414 | Journal Of Investigative Dermatology | 2018 | NA |
| 10.1016/s1470-2045(19)30333-x | Comparison Of The Accuracy Of Human Readers Versus Machine-Learning Algorithms For Pigmented Skin Lesion Classification: An Open, Web-Based, International, Diagnostic Study | Tschandl, Philipp; Codella, Noel; Akay, Bengu Nisa; Argenziano, Giuseppe; Braun, Ralph P; Cabo, Horacio; Gutman, David; Halpern, Allan; Helba, Brian; Hofmann-Wellenhof, Rainer; Lallas, Aimilios; Lapins, Jan; Longo, Caterina; Malvehy, Josep; Marchetti, Michael A; Marghoob, Ashfaq; Menzies, Scott; Oakley, Amanda; Paoli, John; Puig, Susana; Rinner, Christoph; Rosendahl, Cliff; Scope, Alon; Sinz, Christoph; Soyer, H Peter; Thomas, Luc; Zalaudek, Iris; Kittler, Harald | The Lancet Oncology | 2019 | NA |
| 10.1038/s41591-020-0942-0 | Human<U+2013>Computer Collaboration For Skin Cancer Recognition | Tschandl, Philipp, 0000-0003-0391-7810; Rinner, Christoph, 0000-0002-3847-5664; Apalla, Zoe; Argenziano, Giuseppe, 0000-0003-1413-8214; Codella, Noel; Halpern, Allan; Janda, Monika; Lallas, Aimilios; Longo, Caterina; Malvehy, Josep; Paoli, John; Puig, Susana; Rosendahl, Cliff; Soyer, H. Peter, 0000-0002-4770-561X; Zalaudek, Iris; Kittler, Harald, 0000-0002-0051-8016 | Nature Medicine | 2020 | NA |
| 10.1038/sdata.2018.161 | The Ham10000 Dataset, A Large Collection Of Multi-Source Dermatoscopic Images Of Common Pigmented Skin Lesions | Tschandl, Philipp; Rosendahl, Cliff; Kittler, Harald, 0000-0002-0051-8016 | Scientific Data | 2018 | NA |
| 10.1093/annonc/mdy166 | Man Against Machine: Diagnostic Performance Of A Deep Learning Convolutional Neural Network For Dermoscopic Melanoma Recognition In Comparison To 58 Dermatologists | Haenssle, H.A., 0000-0001-7255-3104; Fink, C.; Schneiderbauer, R.; Toberer, F.; Buhl, T.; Blum, A.; Kalloo, A.; Hassen, A. Ben Hadj; Thomas, L.; Enk, A.; Uhlmann, L.; Alt, Christina; Arenbergerova, Monika; Bakos, Renato; Baltzer, Anne; Bertlich, Ines; Blum, Andreas; Bokor-Billmann, Therezia; Bowling, Jonathan; Braghiroli, Naira; Braun, Ralph; Buder-Bakhaya, Kristina; Buhl, Timo; Cabo, Horacio; Cabrijan, Leo; Cevic, Naciye; Classen, Anna; Deltgen, David; Fink, Christine; Georgieva, Ivelina; Hakim-Meibodi, Lara-Elena; Hanner, Susanne; Hartmann, Franziska; Hartmann, Julia; Haus, Georg; Hoxha, Elti; Karls, Raimonds; Koga, Hiroshi; Kreusch, Jurgen; Lallas, Aimilios; Majenka, Pawel; Marghoob, Ash; Massone, Cesare; Mekokishvili, Lali; Mestel, Dominik; Meyer, Volker; Neuberger, Anna; Nielsen, Kari; Oliviero, Margaret; Pampena, Riccardo; Paoli, John; Pawlik, Erika; Rao, Barbar; Rendon, Adriana; Russo, Teresa; Sadek, Ahmed; Samhaber, Kinga; Schneiderbauer, Roland; Schweizer, Anissa; Toberer, Ferdinand; Trennheuser, Lukas; Vlahova, Lyobomira; Wald, Alexander; Winkler, Julia; Wolbing, Priscila; Zalaudek, Iris | Annals Of Oncology | 2018 | NA |
| 10.1111/bjd.16924 | Fujisawa, Y., 0000-0003-3010-8496; Otomo, Y.; Ogata, Y.; Nakamura, Y.; Fujita, R.; Ishitsuka, Y.; Watanabe, R.; Okiyama, N., 0000-0002-5398-0773; Ohara, K.; Fujimoto, M. | British Journal Of Dermatology | 2018 | TRUE | |
| 10.2196/11936 | Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review | Brinker, Titus Josef, 0000-0002-3620-5919; Hekler, Achim, 0000-0002-4974-2457; Utikal, Jochen Sven, 0000-0001-5316-0241; Grabe, Niels, 0000-0003-1732-3706; Schadendorf, Dirk, 0000-0003-3524-7858; Klode, Joachim, 0000-0001-9239-7014; Berking, Carola, 0000-0003-0229-8931; Steeb, Theresa, 0000-0002-9008-0088; Enk, Alexander H, 0000-0002-7358-185X; Von Kalle, Christof, 0000-0001-9221-3297 | Journal Of Medical Internet Research | 2018 | NA |